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We evaluate the performance of our detector (7) on the transformed observations, relative to the number of measurements K, by comparing the detection results to the ground truth.
As already explained, the important matter in re-weighting least-squares process is not the magnitude of the DOVC but the weights of the observations relative to each other (see Table 4).
We chose to contrast our observations relative to the larger target of HIV-testing for all TB patients in high HIV prevalence areas [7], [20].
This is because of small- n-large- p (few observations relative to the number of predictors) and because traditional methods are not optimized for identifying complex biological processes.
We are aware that due to the low number of subjects with TT genotype (n = 6), the latter observations relative to this group should be handled with caution until replicated in a larger cohort.
Furthermore, an overall correlation of distance pairs with increased numbers of observations relative to the random background (red squares along the diagonal, blue squares primarily off-diagonally) for all PIN-MIN comparisons is evident, especially for the fPIN.
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Positive results for heavy growth of group B streptococci were found in 0 (0%) treated patients and 31 (62%) patients under observation (relative risk, 0.01; 95% confidence interval, 0.00-0.12; P <.0001).
Investigations are done to analyse important issues as the choice of the observation: relative humidity and/or mass measurements, to solve the parameter estimation problem.
Positive results for group B streptococci were found in 7 (25%) treated patients and 41 (82%) patients under observation (relative risk, 0.30; 95% confidence interval, 0.16-0.59; P <.0001).
The regression specified above illustrates the conditional variation in weight across groups with different income status at a point in time (income quartile is always measured in the year of observation, relative to other respondents in that year).
We used three forms of TMS stimulation (HF-rTMS, single and paired pulse) to investigate whether the mirror neuron system facilitates the motor system during goal-directed action observation relative to inanimate motion (motor resonance), a marker of putative mirror neuron activity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com